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1
+ [2026-02-21 16:08:57] Waiting for MC run (PID 9529) to finish...
2
+ [2026-02-21 20:30:59] MC run finished!
3
+ [2026-02-21 20:30:59] ============================================
4
+ [2026-02-21 20:30:59] MC RESULTS
5
+ [2026-02-21 20:30:59] ============================================
6
+ polemo2_in_multiple_choice: acc_norm = 0.1551 (15.51%)
7
+ polemo2_out_multiple_choice: acc_norm = 0.3300 (33.00%)
8
+ polish_8tags_multiple_choice: acc_norm = 0.3742 (37.42%)
9
+ polish_cbd_multiple_choice: acc_norm = 0.8140 (81.40%)
10
+ polish_ppc_multiple_choice: acc_norm = 0.7790 (77.90%)
11
+ polish_psc_multiple_choice: acc_norm = 0.9657 (96.57%)
12
+
13
+ Average: 0.5697 (56.97%)
14
+ Baseline (IQ2_XXS): 61.34%
15
+ FP16 Instruct: 65.71%
16
+ >>> Below baseline by 4.37pp <<<
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+ [2026-02-21 20:30:59] ============================================
18
+ [2026-02-21 20:30:59] STARTING: Generative core tasks (6 regex)
19
+ [2026-02-21 20:30:59] ============================================
20
+ I0221 20:31:01.636990 11685 utils.py:148] Note: detected 192 virtual cores but NumExpr set to maximum of 64, check "NUMEXPR_MAX_THREADS" environment variable.
21
+ I0221 20:31:01.637057 11685 utils.py:151] Note: NumExpr detected 192 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 16.
22
+ I0221 20:31:01.637096 11685 utils.py:164] NumExpr defaulting to 16 threads.
23
+ I0221 20:31:01.715981 11685 config.py:58] PyTorch version 2.10.0+cu126 available.
24
+ W0221 20:31:01.840680 11685 warnings.py:112] /dev/shm/eval/quip-sharp/lib/codebook/__init__.py:6: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
25
+ @torch.library.impl_abstract("quip_lib::decode_matvec_e8p")
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+
27
+ W0221 20:31:01.877046 11685 warnings.py:112] /dev/shm/eval/quip-sharp/lib/codebook/__init__.py:25: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
28
+ @torch.library.impl_abstract("quip_lib::decompress_packed_e8p")
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+
30
+ W0221 20:31:02.038564 11685 warnings.py:112] /dev/shm/eval/quip-sharp/lib/utils/matmul_had.py:96: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
31
+ @torch.library.impl_abstract("quip_lib::hadamard")
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+
33
+ W0221 20:31:25.381577 11685 warnings.py:112] /dev/shm/eval/lm-evaluation-harness/lm_eval/filters/extraction.py:98: SyntaxWarning: invalid escape sequence '\s'
34
+ - step 2 : We parse the choice with regex :[\s]*([A-?]), where ? varies by number of choices.
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+
36
+ W0221 20:31:25.381833 11685 warnings.py:112] /dev/shm/eval/lm-evaluation-harness/lm_eval/filters/extraction.py:168: SyntaxWarning: invalid escape sequence '\s'
37
+ f":[\s]*({without_paren_fallback_regex})"
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+
39
+ [20:31:25] ============================================================
40
+ [20:31:25] Polish LLM Leaderboard Eval
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+ [20:31:25] Model: QuIP# Bielik-Q2-Sharp Variant A
42
+ [20:31:25] lm-eval API: new
43
+ [20:31:25] Tasks: ['polemo2_in', 'polemo2_out', 'polish_8tags_regex', 'polish_cbd_regex', 'polish_ppc_regex', 'polish_psc_regex']
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+ [20:31:25] Few-shot: 5
45
+ [20:31:25] ============================================================
46
+ [20:31:25] Loading QuIP# model from /dev/shm/eval/model...
47
+ I0221 20:31:29.738574 11685 modeling.py:987] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk).
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+ [20:31:31] Model loaded in 5.8s
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+ [20:31:31] Tokenizer: speakleash/Bielik-11B-v2.3-Instruct (vocab=32000)
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+ [20:31:31]
51
+ Running 6 tasks...
52
+ I0221 20:31:31.609011 11685 evaluator.py:152] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
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+ I0221 20:31:31.609088 11685 evaluator.py:203] Using pre-initialized model
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+ W0221 20:31:45.882049 11685 evaluator.py:251] Overwriting default num_fewshot of polish_psc_regex from None to 5
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+ I0221 20:31:45.882143 11685 evaluator.py:261] Setting fewshot random generator seed to 1234
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+ W0221 20:31:45.882179 11685 evaluator.py:251] Overwriting default num_fewshot of polish_ppc_regex from None to 5
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+ I0221 20:31:45.882212 11685 evaluator.py:261] Setting fewshot random generator seed to 1234
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+ W0221 20:31:45.882230 11685 evaluator.py:251] Overwriting default num_fewshot of polish_cbd_regex from None to 5
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+ I0221 20:31:45.882256 11685 evaluator.py:261] Setting fewshot random generator seed to 1234
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+ W0221 20:31:45.882269 11685 evaluator.py:251] Overwriting default num_fewshot of polish_8tags_regex from None to 5
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+ I0221 20:31:45.882290 11685 evaluator.py:261] Setting fewshot random generator seed to 1234
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+ W0221 20:31:45.882302 11685 evaluator.py:251] Overwriting default num_fewshot of polemo2_out from None to 5
63
+ I0221 20:31:45.882324 11685 evaluator.py:261] Setting fewshot random generator seed to 1234
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+ W0221 20:31:45.882337 11685 evaluator.py:251] Overwriting default num_fewshot of polemo2_in from None to 5
65
+ I0221 20:31:45.882368 11685 evaluator.py:261] Setting fewshot random generator seed to 1234
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+ I0221 20:31:45.883396 11685 task.py:410] Building contexts for polish_psc_regex on rank 0...
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+ I0221 20:32:29.614308 11685 task.py:410] Building contexts for polemo2_out on rank 0...
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+ I0221 20:32:36.015754 11685 evaluator.py:431] Running generate_until requests
555
+ [20:32:36] generate_until: 8666 requests, max_gen_toks=64
556
+ Terminated
557
+ [2026-02-21 20:38:31] Generative tasks done!
558
+ [2026-02-21 20:38:31] ============================================
559
+ [2026-02-21 20:38:31] GENERATIVE RESULTS
560
+ [2026-02-21 20:38:31] ============================================
561
+ Traceback (most recent call last):
562
+ File "/dev/shm/eval/print_results.py", line 6, in <module>
563
+ with open(path) as f:
564
+ ^^^^^^^^^^
565
+ FileNotFoundError: [Errno 2] No such file or directory: '/dev/shm/eval/results_gen/full_results.json'
566
+ [2026-02-21 20:38:31] Gen results not found
567
+ [2026-02-21 20:38:31] ============================================
568
+ [2026-02-21 20:38:31] STARTING: Remaining tasks (13)
569
+ [2026-02-21 20:38:31] ============================================
570
+ I0221 20:38:33.193227 12267 utils.py:148] Note: detected 192 virtual cores but NumExpr set to maximum of 64, check "NUMEXPR_MAX_THREADS" environment variable.
571
+ I0221 20:38:33.193303 12267 utils.py:151] Note: NumExpr detected 192 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 16.
572
+ I0221 20:38:33.193339 12267 utils.py:164] NumExpr defaulting to 16 threads.
573
+ I0221 20:38:33.274195 12267 config.py:58] PyTorch version 2.10.0+cu126 available.
574
+ W0221 20:38:33.399335 12267 warnings.py:112] /dev/shm/eval/quip-sharp/lib/codebook/__init__.py:6: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
575
+ @torch.library.impl_abstract("quip_lib::decode_matvec_e8p")
576
+
577
+ W0221 20:38:33.435994 12267 warnings.py:112] /dev/shm/eval/quip-sharp/lib/codebook/__init__.py:25: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
578
+ @torch.library.impl_abstract("quip_lib::decompress_packed_e8p")
579
+
580
+ W0221 20:38:33.593651 12267 warnings.py:112] /dev/shm/eval/quip-sharp/lib/utils/matmul_had.py:96: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
581
+ @torch.library.impl_abstract("quip_lib::hadamard")
582
+
583
+ Terminated
584
+ [2026-02-21 20:38:39] Remaining tasks done!
585
+ [2026-02-21 20:38:39] ============================================
586
+ [2026-02-21 20:38:39] REMAINING RESULTS
587
+ [2026-02-21 20:38:39] ============================================
588
+ Traceback (most recent call last):
589
+ File "/dev/shm/eval/print_results.py", line 6, in <module>
590
+ with open(path) as f:
591
+ ^^^^^^^^^^
592
+ FileNotFoundError: [Errno 2] No such file or directory: '/dev/shm/eval/results_remaining/full_results.json'
593
+ [2026-02-21 20:38:39] Remaining results not found
594
+ [2026-02-21 20:38:39] ============================================
595
+ [2026-02-21 20:38:39] ALL COMPLETE
596
+ [2026-02-21 20:38:39] ============================================
597
+ [2026-02-21 20:38:39] MC: /dev/shm/eval/results_mc/full_results.json
598
+ [2026-02-21 20:38:39] Generative:/dev/shm/eval/results_gen/full_results.json
599
+ [2026-02-21 20:38:39] Remaining: /dev/shm/eval/results_remaining/full_results.json